University of Colorado System
Algorithms for Battery Management Systems Specialization
University of Colorado System

Algorithms for Battery Management Systems Specialization

Get Started in Algorithms for Battery Management. Learn how to model lithium-ion battery cells, and how to use those models to manage battery packs

Gregory Plett

Instructor: Gregory Plett

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4.8

(1,760 reviews)

Intermediate level

Recommended experience

3 months
at 10 hours a week
Flexible schedule
Learn at your own pace
Get in-depth knowledge of a subject
4.8

(1,760 reviews)

Intermediate level

Recommended experience

3 months
at 10 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • How to design equivalent-circuit models for lithium-ion battery cells

  • How to implement state-of-charge (SOC) estimators for lithium-ion battery cells

  • How to implement state-of-health (SOH) estimators for lithium-ion battery cells

  • How to design balancers and power-limits estimators for lithium-ion battery packs

Details to know

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Taught in English

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Specialization - 5 course series

Introduction to battery-management systems

Course 124 hours4.8 (2,148 ratings)

What you'll learn

  • Understand how lithium-ion battery cells work

  • Understand the requirements of a battery-management system

Skills you'll gain

Category: Failure Analysis
Category: Manufacturing Processes
Category: Manufacturing and Production
Category: Embedded Systems
Category: Electronic Components
Category: Failure Mode And Effects Analysis
Category: Electrical Engineering
Category: Electrical Safety
Category: Performance Testing
Category: Basic Electrical Systems
Category: System Requirements
Category: Engineering Calculations
Category: Thermal Management
Category: Safety Assurance
Category: High Voltage

Equivalent Circuit Cell Model Simulation

Course 227 hours4.7 (543 ratings)

What you'll learn

  • How to design equivalent-circuit models for lithium-ion battery cells

Skills you'll gain

Category: Simulations
Category: Mathematical Modeling
Category: Matlab
Category: Electrical Engineering
Category: Electronic Components
Category: Applied Mathematics
Category: Scripting
Category: Engineering Calculations
Category: Engineering Analysis
Category: Basic Electrical Systems

Battery State-of-Charge (SOC) Estimation

Course 327 hours4.7 (251 ratings)

What you'll learn

  • How to implement state-of-charge (SOC) estimators for lithium-ion battery cells

Skills you'll gain

Category: Estimation
Category: Mathematical Modeling
Category: Applied Mathematics
Category: Differential Equations
Category: Probability
Category: Performance Tuning
Category: Simulation and Simulation Software
Category: Anomaly Detection
Category: Systems Engineering
Category: Statistical Process Controls

Battery State-of-Health (SOH) Estimation

Course 422 hours4.7 (157 ratings)

What you'll learn

  • How to implement state-of-health (SOH) estimators for lithium-ion battery cells

Skills you'll gain

Category: Estimation
Category: Simulations
Category: Mathematical Modeling
Category: Failure Analysis
Category: Scripting
Category: Mathematical Software
Category: Embedded Systems
Category: Numerical Analysis
Category: Calculus
Category: Applied Mathematics
Category: Basic Electrical Systems
Category: Algorithms
Category: Electronic Components
Category: Scripting Languages
Category: Statistical Methods
Category: Simulation and Simulation Software
Category: Matlab

Battery Pack Balancing and Power Estimation

Course 522 hours4.9 (100 ratings)

What you'll learn

  • How to design balancers and power-limits estimators for lithium-ion battery packs

Skills you'll gain

Category: Estimation
Category: Mathematical Modeling
Category: Thermal Management
Category: Applied Mathematics
Category: Simulations
Category: Power Electronics
Category: Engineering Calculations
Category: Matlab
Category: Algorithms
Category: Electronic Systems
Category: Simulation and Simulation Software
Category: Electrical Engineering
Category: Engineering Analysis
Category: Engineering Software
Category: Electronic Components

Instructor

Gregory Plett
University of Colorado System
9 Courses74,980 learners

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Build toward a degree

This Specialization is part of the following degree program(s) offered by University of Colorado Boulder. If you are admitted and enroll, your completed coursework may count toward your degree learning and your progress can transfer with you.¹

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